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# System prepended metadata

title: 第六組資料分析

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# 第六組資料分析

## NBA games data

### 資料集說明 
#### This data is discribes some informations about NBA, and seperate them into ten parts.
1.GAME_DATE_EST meas when the NBA game played from 2004 to 2022.
2.GAME_ID means the ID to record a game.
3.GAME_STATUS_TEXT means weather the specific game is already finished, final represent finished.
4.HOME_TEAM_ID means the ID of home team, home team means one team play the game on their home court.
5.VISITOR_TEAM_ID means the ID of  visitor team, visitor team means one team play the game on other's court. 
6.SEASON records when the season start.
7.TEAM_ID_home is the duplicate of HOME_TEAM_ID, so it is same as HOME_TEAM_ID.
8.PTS_home means how many points did the home team got in a game.
9.FG_PCT_home means the field goal percentage of the home team.
10.FT_PCT_home means the free throw tercentage of the home team.

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### 資料集特性

| 資料欄位名稱 | Properties of Attribute Values | Discrete/Continuous | Asymmetric |
| -------- | -------- | -------- | -------- |
|  GAME_DATE_EST    |   Ordinal   |   Discrete   |    F  |
|  GAME_ID    |   Ordinal   |  Discrete    |   F   |
|  GAME_STATUS_TEXT    |  Nominal    |  Discrete    |  T    |
|  HOME_TEAM_ID    |  Nominal    |   Discrete   |  F    |
|  VISITOR_TEAM_ID    |  Nominal    |  Discrete    |  F    |
|  SEASON    |   Interval   |  Discrete    |    F  |
|  TEAM_ID_home    |   Nominal   |   Discrete   |   F   |
|  PTS_home    |   Ratio   |    Discrete  |   F   |
|  FG_PCT_home    |   Ratio   |  Continuous    |   F   |
|  FT_PCT_home    |   Ratio   |  Continuous    |   F   |

Types of data sets：Record-based

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## Weather Prediction

### 資料集說明
共有五種資料：
1. 日期date
2. （任何形式上的）降水 precipitation（單位看不出來，數值集中在0.0~5.59）
3. 一天的最高溫tempmax（攝氏溫度）
4. *一天的最低溫temp*min（攝氏溫度）
5. 風速wind（推測是公尺/秒）

用以上資料，可以預測天氣是以下哪幾種

- drizzle 毛毛雨
- rain 下雨
- sun 晴天
- snow 下雪
- fog 起霧

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### 資料集特性



| 資料欄位名稱 | Properties of Attribute Values | Discrete/Continuous | Asymmetric |
| -------- | -------- | -------- | -------- |
| date     | Interval | Continue | F |
| precipitation | Ratio | Continue | F |
| temp_max | Interval | Continue | F | 
| temp_min | Interval | Continue | F |
| wind | Ratio | Continue | F |
| weather | Nominal | Discrete | F |

Types of data sets：Record-based

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## 資料集來源

[NBA games data](https://www.kaggle.com/datasets/nathanlauga/nba-games)
[weather prediction](https://www.kaggle.com/datasets/ananthr1/weather-prediction)


## 分工說明

| NBA games data 說明 | NBA games data 特性 | weather prediction 說明 | weather prediction 特性 |
| -------- | -------- | -------- | -------- |
|  李承彧    | 黃冠棠     |   何躍陽   |   謝皓青   |
